BMC Bioinformatics

Table 5 ACT 10-fold cross-validation results on the training and development datasets

From: Detecting experimental techniques and selecting relevant documents for protein-protein interactions from biomedical literature

System	F1 score	Specificity	Sensitivity	Accuracy	Matthews Coef	AUC iP/R
SVM_{MeSH ID}	75.87	94.26	69.70	87.13	67.68	75.11
SVM_{MeSH Tree}	77.01	94.48	71.08	87.69	69.14	76.22
LR_{MeSH ID}	76.78	93.49	72.23	87.33	68.37	82.89
SVM_{MeSH ID&Tree}	76.90	94.48	70.91	87.64	69.01	76.20

The 10-fold cross-validation results for ACT on the training and development datasets (%). SVM_{MeSH ID} – SVM with MeSH identifiers; SVM_{MeSH Tree} – SVM with MeSH tree structure; LR – LR with MeSH identifiers; SVM_{MeSH ID&Tree} – SVM with both MeSH identifiers and tree structure.

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ISSN: 1471-2105

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